AI Risk Atlas Prototype/DemoUnofficial independent experiment. Not an official xAI product. Scores can be wrong.

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In progress

Pre-certified civic ranker audits

Platforms that run political reach publish an independent audit before the election window.

No compiled flow or public database names this control yet.

Who should own it
Platform civic teams
Platforms
How quickly it can land
Weeks
A dedicated squad can land it inside two months.
Expedited implementation
6 weeks
45 calendar days with a crash team
Normal implementation
5 months
150 calendar days as a planned program

Risk this mitigates

12
Opaque AI inside electoral infrastructure

Given that election risk is shifting from visible deepfakes to models inside registration, targeting, moderation, and possibly tabulation-adjacent systems, there is a possibility of an unauditable model changing who is reached, who is removed, or what is counted resulting in a democratic process that cannot be independently reconstructed after the fact.

Residual composite 12 · already acceptable

Effect if implemented

Applied to every failure scenario on that risk, then re-ranked. Axes are clamped at 1.

Likelihood
1
Consequence
0
Urgency
1